|
gptkbp:instanceOf
|
object detection algorithm
|
|
gptkbp:application
|
real-time object detection
|
|
gptkbp:arXivID
|
2004.10934
|
|
gptkbp:basedOn
|
gptkb:YOLOv3
|
|
gptkbp:bench
|
gptkb:COCO_dataset
gptkb:PASCAL_VOC_dataset
|
|
gptkbp:citation
|
over 5000 (as of 2024)
|
|
gptkbp:developer
|
gptkb:Alexey_Bochkovskiy
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
YOLOv4
|
|
gptkbp:improves
|
speed
accuracy
|
|
gptkbp:input
|
gptkb:illustrator
|
|
gptkbp:license
|
gptkb:GPLv3
|
|
gptkbp:notableFeature
|
high accuracy
real-time performance
high speed
|
|
gptkbp:notablePublication
|
gptkb:YOLOv4:_Optimal_Speed_and_Accuracy_of_Object_Detection
|
|
gptkbp:openSource
|
true
|
|
gptkbp:output
|
class labels
bounding boxes
confidence scores
|
|
gptkbp:partOf
|
YOLO family
|
|
gptkbp:platform
|
gptkb:Darknet
|
|
gptkbp:releaseDate
|
2020
|
|
gptkbp:successor
|
gptkb:YOLOv5
gptkb:YOLOv4-tiny
|
|
gptkbp:supports
|
GPU acceleration
|
|
gptkbp:usedFor
|
autonomous vehicles
robotics
smart cities
retail analytics
video surveillance
|
|
gptkbp:uses
|
gptkb:Bag_of_Freebies
gptkb:Bag_of_Specials
gptkb:CSPDarknet53_backbone
|
|
gptkbp:website
|
https://github.com/AlexeyAB/darknet
|
|
gptkbp:writtenBy
|
gptkb:CUDA
C
|
|
gptkbp:bfsParent
|
gptkb:YOLO
|
|
gptkbp:bfsLayer
|
6
|